UK AI JobsExpected · in use · happened
Mixed signals

Catering manager

61.5K UK workers · typical pay £27,000 · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: +1% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
49%
Augmentation
AI mostly does the task
6.3×
Time compression
~3h → ~29min
2.85/5
AI autonomy
how hands-off it runs
51%
Automation
of measured usage
How the collaboration splits · the six measured modes
directive 39%task iteration 37.6%feedback loop 11.2%learning 8%validation 2.3%unclassified 1.8%
What people make with AI here
recipe / meal plan54%document / report10%plan / strategy9%

Real Claude.ai usage mapped to this occupation's SOC group, Apr+May 2026, CC-BY. Claude users only; task times model-estimated; augment/automate is how AI is used, not a count of jobs lost. Method →

Facts · ONS + NCS
UK workers (2024)
61.5K
Median pay
£27.0K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
3 / 10
Elasticity
4.5 / 10
2035 outlook
+1%
Exposure · 3/10
Why AI can do the work

While AI can automate administrative tasks like staff rotas, inventory management, and financial planning, the core of the role requires physical presence and human-centric leadership. Managing staff in a high-pressure kitchen environment and ensuring food safety compliance are hands-on responsibilities that cannot be offshored to digital systems.

Elasticity · 4.5/10
Gated by population
Whether demand expands when it gets cheaper

While cheaper management allows for more frequent events and pop-up dining, total demand is ultimately constrained by physical stomach capacity and the UK population's fixed meal frequency.

Trajectory to 2035

Headcount drifts +1% across 12 years.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 61.5K workers (2024) · % change vs baseline
Peak 2027 +3%2035 +1%
2024202620282030203220342035-6%+0%+6%+1%
Peak headcount
2027
+3% vs 2024
2035 endpoint
+1%
62.0K workers
Time to −10%
Never crosses in model
Total wage pool
£1.7B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 1222.

London
33.3K · 23.9%
North West
18.2K · 13.1%
South East
16.5K · 11.8%
Yorkshire and The Humber
12.4K · 8.9%
West Midlands
11.4K · 8.2%
South West
10.8K · 7.7%
East
9.9K · 7.1%
Scotland
8.7K · 6.2%
Gender split

Relatively balanced: 43.8% women.

53.9K women · 44%69.1K men · 56%
slug: catering-manager · dataset 2026.03 · CC-BY-4.0